Triple

T11854894
Position Surface form Disambiguated ID Type / Status
Subject Texas State Highway 71 E282009 entity
Predicate connectsTo P845 FINISHED
Object Interstate 10 near Columbus, Texas
Interstate 10 near Columbus, Texas is a major east–west freeway corridor in southeastern Texas that serves as a key junction point for regional and long-distance traffic, including connections to routes like Texas State Highway 71.
E949017 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Interstate 10 near Columbus, Texas | Statement: [Texas State Highway 71, connectsTo, Interstate 10 near Columbus, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 10 near Columbus, Texas
Context triple: [Texas State Highway 71, connectsTo, Interstate 10 near Columbus, Texas]
  • A. Interstate 10 in Kent, Texas
    Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
  • B. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • C. Interstate 37 near San Antonio
    Interstate 37 near San Antonio is a major Texas freeway connecting San Antonio to Corpus Christi, serving as a key route for regional travel and commerce in South Texas.
  • D. Interstate 10 near Goodyear, Arizona
    Interstate 10 near Goodyear, Arizona is a major east–west freeway corridor in the Phoenix metropolitan area that serves as a key route for regional and cross-country traffic.
  • E. Interstate 35 in Austin, Texas
    Interstate 35 in Austin, Texas is a major north–south highway that serves as a primary transportation corridor through the city, carrying heavy commuter and freight traffic and effectively dividing east and west Austin.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Interstate 10 near Columbus, Texas
Triple: [Texas State Highway 71, connectsTo, Interstate 10 near Columbus, Texas]
Generated description
Interstate 10 near Columbus, Texas is a major east–west freeway corridor in southeastern Texas that serves as a key junction point for regional and long-distance traffic, including connections to routes like Texas State Highway 71.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 10 near Columbus, Texas
Target entity description: Interstate 10 near Columbus, Texas is a major east–west freeway corridor in southeastern Texas that serves as a key junction point for regional and long-distance traffic, including connections to routes like Texas State Highway 71.
  • A. Interstate 10 in Kent, Texas
    Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
  • B. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • C. Interstate 37 near San Antonio
    Interstate 37 near San Antonio is a major Texas freeway connecting San Antonio to Corpus Christi, serving as a key route for regional travel and commerce in South Texas.
  • D. Interstate 10 near Goodyear, Arizona
    Interstate 10 near Goodyear, Arizona is a major east–west freeway corridor in the Phoenix metropolitan area that serves as a key route for regional and cross-country traffic.
  • E. Interstate 35 in Austin, Texas
    Interstate 35 in Austin, Texas is a major north–south highway that serves as a primary transportation corridor through the city, carrying heavy commuter and freight traffic and effectively dividing east and west Austin.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a697f4108190af984932d2118472 completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167c9d4e88190bfaadada0450e639 completed April 29, 2026, 2:07 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.